Biology subjects

Sun, D.

Publications and source records attributed to Sun, D..

At least 145 records · Page 8Linked to original sources

bioRxiv2020

TISCH: a comprehensive web resource enabling interactive single-cell transcriptome visualization of tumor microenvironment

Cancer immunotherapy targeting co-inhibitory pathways by checkpoint blockade shows remarkable efficacy in a variety of cancer types. However, only a minority of patients respond to treatment due to the stochastic heterogeneity of tumor microenvironment (TME). Recent advances in single-cell RNA-seq technologies enabled comprehensive characterization of the immune system heterogeneity in tumors, but also posed computational challenges on how to integrate and utilize the massive published datasets to inform immunotherapy. Here, we present Tumor Immune Single Cell Hub (TISCH, http://tisch.comp-genomics.org), a large-scale curated database that integrates single-cell transcriptomic profiles of nearly two million cells from 76 high-quality tumor datasets across 28 cancer types. All the data were uniformly processed with a standardized workflow, including quality control, batch effect removal, malignant cell classification, cell clustering, cell-type annotation, differential expression analysis, and functional enrichment analysis. TISCH provides interactive gene expression visualization across multiple datasets at the single-cell level or cluster level, allowing systematic comparison between different cell-types, patients, tissue origins, treatment and response groups, and even different cancer-types. In summary, TISCH provides a user-friendly interface for systematically visualizing, searching, and downloading gene expression atlas in the TME from multiple cancer types, enabling fast, flexible and comprehensive exploration of the TME.

bioinformatics↗

bioRxiv2020

High resolution mouse subventricular zone stem cell niche transcriptomereveals features of lineage, anatomy, and aging

Adult neural stem cells (NSC) serve as a reservoir for brain plasticity and origin for certain gliomas. Lineage tracing and genomic approaches have portrayed complex underlying heterogeneity within the major anatomical location for NSC, the subventricular zone (SVZ). To gain a comprehensive profile of NSC heterogeneity, we utilized a well validated stem/progenitor specific reporter transgene in concert with single cell RNA sequencing to achieve unbiased analysis of SVZ cells from infancy to advanced age. The magnitude and high specificity of the resulting transcriptional data sets allow precise identification of the varied cell types embedded in the SVZ including specialized parenchymal cells (neurons, glia, microglia), and non-central nervous system cells (endothelial, immune). Initial mining of the data delineates four quiescent NSC and three progenitor cell subpopulations formed in a linear progression. Further evidence indicates that distinct stem and progenitor populations reside in different regions of the SVZ. As stem/progenitor populations progress from neonatal to advanced age, they acquire a deficiency in transition from quiescence to proliferation. Further data mining identifies stage specific biological processes, transcription factor networks, and cell surface markers for investigation of cellular identities, lineage relationships, and key regulatory pathways in adult NSC maintenance and neurogenesis. Significance StatementAdult neural stem cells (NSC) are closely related to multiple neurological disorders and brain tumors. Comprehensive investigation of their composition, lineage, and aging will provide new insights that may lead to enhanced patient treatment. This study applies a novel transgene to label and manipulate neural stem/progenitor cells, and monitor their evolution during aging. Together with high-throughput single cell RNA sequencing, we are able to analyze the subventricular zone (SVZ) cells from infancy to advanced age with unprecedented granularity. Diverse new cell states are identified in the stem cell niche, and an aging related NSC deficiency in transition from quiescence to proliferation is identified. The related biological features provide rich resources to inspect adult NSC maintenance and neurogenesis.

neuroscience↗

bioRxiv2020

Genome-wide variation in DNA methylation linked to developmental stage and chromosomal suppression of recombination in white-throated sparrows

DNA methylation is known to play critical roles in key biological processes. Most of our knowledge on regulatory impacts of DNA methylation has come from laboratory-bred model organisms, which may not exhibit the full extent of variation found in wild populations. Here, we investigated naturally-occurring variation in DNA methylation in a wild avian species, the white-throated sparrow (Zonotrichia albicollis). This species offers exceptional opportunities for studying the link between genetic differentiation and phenotypic traits because of a non-recombining chromosome pair linked to both plumage and behavioral phenotypes. Using novel single-nucleotide resolution methylation maps and gene expression data, we show that DNA methylation and the expression of DNA methyltransferases are significantly higher in adults than in nestlings. Genes for which DNA methylation varied between nestlings and adults were implicated in development and cell differentiation and were located throughout the genome. In contrast, differential methylation between plumage morphs was localized to the non-recombining chromosome pair. One subset of CpGs on the non-recombining chromosome was extremely hypomethylated and localized to transposable elements. Changes in methylation predicted changes in gene expression for both chromosomes. In summary, we demonstrate changes in genome-wide DNA methylation that are associated with development and with specific functional categories of genes in white-throated sparrows. Moreover, we observe substantial DNA methylation reprogramming associated with the suppression of recombination, with implications for genome integrity and gene expression divergence. These results offer an unprecedented view of ongoing epigenetic reprogramming in a wild population.

genomics↗

bioRxiv2020

Adenosine tips the pathogenic Th1 and Th17 responses in experimental autoimmune uveitis (EAU)

Various pathological conditions are accompanied by ATP release from the intracellular to the extracellular compartment, where it degrades into adenosine and modulates immune responses. Previous studies concluded that both ATP and its degradation product adenosine are important immune-regulatory molecules; ATP acted as a danger signal that promotes immune responses, but adenosine’s effect was inhibitory. In this study, we show that adenosine plays an important role in balancing Th1 and Th17 pathogenic T cell responses in autoimmune disease. While its effect on Th1 responses is inhibitory, its effect on Th17 responses is enhancing, thereby impacting the balance between Th1 and Th17 responses. Mechanistic studies showed that this effect is mediated via several immune cells, among which γδ T cell activation and dendritic cell differentiation are prominent; adenosine and γδ-mediated immunoregulation synergistically impact each other’s effect. Adenosine augments the activation of γδ T cells, which is an important promoter for Th17 responses and has a strong effect on DC differentiation tipping the balance from generation of DCs that stimulate Th1 responses to those that stimulate Th17 responses. The knowledge acquired in this study should improve our understanding of the immune-regulatory effect of extracellular ATP-adenosine metabolism and improve treatment for autoimmune diseases caused by both Th1 and Th17-type pathogenic T cells.View Full Text

immunology↗

bioRxiv2020

Genome-wide association studies identify 137 loci for DNA methylation biomarkers of ageing

Biological ageing estimators derived from DNA methylation (DNAm) data are heritable and correlate with morbidity and mortality. Leveraging DNAm and SNP data from >41,000 individuals, we identify 137 genome-wide significant loci (113 novel) from meta-analyses of four epigenetic clocks and epigenetic surrogate markers for granulocyte proportions and plasminogen activator inhibitor 1 levels, respectively. We report strong genetic correlations with longevity and lifestyle factors such as smoking, education, and obesity. Significant associations are observed in polygenic risk score analysis and to a lesser extent in Mendelian randomization analyses. This study illuminates the genetic architecture underlying epigenetic ageing and its shared genetic contributions with lifestyle factors and longevity.

genetics↗

bioRxiv2020

Assembly intermediates of orthoreovirus captured in the cell

Traditionally molecular assembly pathways for viruses have been inferred from high resolution structures of stable intermediates purified in vitro, and from low resolution images of cell sections as well as from genetic approaches including conditionally lethal mutants. Here, we directly visualise a previously unsuspected single shelled icosahedral intermediate for a mammalian orthoreovirus, in addition to the expected virions, in cryo-preserved infected cells by cryo-electron tomography of cellular lamellae1,2. Particle classification and averaging yielded structures at resolutions as high as 5.6 [A], sufficient to identify secondary structural elements and place known molecular structures, allowing us to produce an atomic model of the intermediate, comprising 120 copies of protein {lambda}1 and 120 copies of {sigma}2. This {lambda}1 shell is in a collapsed form compared to the mature virions, with the molecules pushed inwards at the icosahedral 5-folds by ~100 [A]. This grossly indented shell, although produced by a mammalian reovirus, is reminiscent of the first assembly intermediate of prokaryotic dsRNA viruses belonging to a different virus family3, adding weight to the supposition that these diverse viruses share a common ancestor, and suggesting mechanisms for the assembly of viruses of the Reoviridae. Such methodology holds enormous promise for the dissection of the replication cycle of many viruses.

microbiology↗

bioRxiv2020

Phenotype-guided subpopulation identification from single-cell sequencing data

Single-cell sequencing yields novel discoveries by distinguishing cell types, states and lineages within the context of heterogeneous tissues. However, interpreting complex single-cell data from highly heterogeneous cell populations remains challenging. Currently, most existing single-cell data analyses focus on cell type clusters defined by unsupervised clustering methods, which cannot directly link cell clusters with specific biological and clinical phenotypes. Here we present Scissor, a novel approach that utilizes disease phenotypes to identify cell subpopulations from single-cell data that most highly correlate with a given phenotype. This "phenotype-to-cell within a single step" strategy enables the utilization of a large amount of clinical information that has been collected for bulk assays to identify the most highly phenotype-associated cell subpopulations. When applied to a lung cancer single-cell RNA-seq (scRNA-seq) dataset, Scissor identified a subset of cells exhibiting high hypoxia activities, which predicted worse survival outcomes in lung cancer patients. Furthermore, in a melanoma scRNA-seq dataset, Scissor discerned a T cell subpopulation with low PDCD1/CTLA4 and high TCF7 expressions, which is associated with a favorable immunotherapy response. Thus, Scissor provides a novel framework to identify the biologically and clinically relevant cell subpopulations from single-cell assays by leveraging the wealth of phenotypes and bulk-omics datasets.

bioinformatics↗

bioRxiv2020

Observations of the Effect of Scopolamine on Hippocampal CA1 Place Cell and Network Properties in Freely Moving Mice Using Miniscope Imaging

The hippocampus and associated cholinergic inputs regulate spatial memory in rodents. Muscarinic blockade with scopolamine results in cognition deficits usually attributed to impaired memory encoding, but effects on memory retrieval are controversial. Here, we simultaneously recorded hundreds of neurons in mouse hippocampal CA1 using calcium imaging with a miniatured fluorescent microscope to study place cell and ensemble neuronal properties in a linear track environment. We found decoding accuracy and ensemble stability were significantly reduced after the administration of scopolamine. Several other parameters including the Ca2+ event rate, number of total cells and place cells observed, spatial information content were affected including a small increase in running speed. This study enhances the understanding of cholinergic blockade on spatial memory impairment.

neuroscience↗

bioRxiv2020

Serial cryoFIB/SEM reveals profound cytoarchitectural disruptions caused by a pathogenic mutation in Leigh syndrome patient cells

The advancement of serial cryo-FIB/SEM offers a new opportunity to study large volumes of near-native, fully hydrated frozen cells and tissues at voxel sizes of 10 nm and below. We explored this capability for pathologic characterization of vitrified human patient cells. We demonstrate profound disruption of subcellular architecture in primary fibroblasts from a Leigh syndrome patient harboring a disease-causing mutation in USMG5 protein responsible for impaired mitochondrial energy production.

biophysics↗

bioRxiv2020

Effects of Antipsychotic Drugs and Potassium Channel Modulators on Cognition-related Local Field Potential Spectral Properties in Mouse Hippocampus and Frontal Cortex

Local field potentials (LFPs) recorded intracranially display a range of location specific oscillatory spectra which have been related to cognitive processes. Although the exact mechanisms producing LFPs are not completely understood, it is likely that voltage-gated ion channels which produce action potentials and patterned discharges play a significant role. It is also known that antipsychotic drugs (APDs) affect LFPs spectra and a direct inhibitory effect on voltage-gated potassium (Kv) channels has been reported. Additionally, Kv channels have been implicated in the pathophysiology of schizophrenia, a disorder for which APDs are primary therapies. In this study we sought to: i) better characterise the effects of two APDs on LFPs and connectivity measures and ii) examine the effects of potassium channel modulators on LFPs and potential overlap of effects with APDs. Intracranial electrodes were implanted in the hippocampus (HIP) and pre-frontal cortex (PFC) of C57BL/6 mice; power spectra, coherence and phase-amplitude cross frequency coupling were measured. Drugs tested were the APDs haloperidol and clozapine as well as voltage-gated potassium channel modulators (KVMs) 4-aminopyridine(4AP), tetraethylammonium (TEA), E-4031 and retigabine. All drugs and vehicle controls were administered intraperitoneally. Both APDs and KVMs significantly reduced gamma power with the exception of 4AP, which conversely increased slow-gamma power. Clozapine and retigabine additionally reduced coherence between HIP and PFC. Phase-amplitude coupling between theta and gamma oscillations in HIP was significantly reduced by the administration of haloperidol and retigabine. These results provide previously undescribed effects of APDs on LFP properties and demonstrate novel modulation of LFP characteristics by KVMs that intriguingly overlaps with the effects of APDs. The possibility of a common mechanism of action deserves further study.

neuroscience↗

bioRxiv2020

LiBis: An ultrasensitive alignment method for low-input bisulfite sequencing

The cell-free DNA (cfDNA) methylation profile in liquid biopsies has been utilized to diagnose early-stage disease and estimate therapy response. However, in typical clinical settings, only very small amounts of cfDNA can be purified. Whole-genome bisulfite sequencing (WGBS) is the gold standard to measure DNA methylation; however, WGBS using small amounts of fragmented DNA introduces a critical challenge for data analysis, namely a low mapping ratio. This, in turn, generates low sequencing depth and low coverage for CpG sites genome wide. The lack of informative CpGs has become a bottleneck for the clinical application of cfDNA-based WGBS assays. Hence, we developed LiBis (Low-input Bisulfite Sequencing), a novel method for low-input WGBS data alignment. By dynamically clipping initially unmapped reads and remapping clipped fragments, we judiciously rescued those reads and uniquely aligned them to the genome. By substantially increasing the mapping ratio by up to 88%, LiBis dramatically improved the number of informative CpGs and the precision in quantifying the methylation status of individual CpG sites. The high sensitivity and cost effectiveness afforded by LiBis for low-input samples will allow the discovery of genetic and epigenetic features suitable for downstream analysis and biomarker identification using liquid biopsy.Competing Interest StatementThe authors have declared no competing interest.List of AbbreviationsLiBislow-input bisulfite sequencing alignmentcfDNAcell-free DNAWGBSwhole-genome bisulfite sequencingCpGcytosine nucleotide followed by a guanine nucleotidectDNAcirculating tumor DNAHTMLHyperText Markup LanguageHPVHuman papillomavirusView Full Text

bioinformatics↗

bioRxiv2020

Organoid Easytag: an efficient workflow for gene targeting in human organoids

Human organoid systems recapitulate key features of organs offering platforms for modelling developmental biology and disease. Tissue-derived organoids have been widely used to study the impact of extrinsic niche factors on stem cells. However, they are rarely used to study endogenous gene function due to the lack of efficient gene manipulation tools. We have systematically developed and optimised a complete genetic toolbox for tissue-derived organoids. This includes "Organoid Easytag", our efficient workflow for targeting all types of gene loci through CRISPR-mediated homologous recombination followed by flow cytometry for enriching correctly-targeted cells. Our toolbox also incorporates conditional gene knock-down, or overexpression, using tightly-inducible CRISPR interference and CRISPR activation; the first efficient application of these techniques to tissue-derived organoids. These tools will facilitate gene perturbation studies in tissue-derived organoids providing a functional counter-part to many on-going descriptive studies, such as the Human Cell Atlas Project.

developmental biology↗

bioRxiv2020

Epigenome-wide association meta-analysis of DNA methylation with coffee and tea consumption

Coffee and tea are extensively consumed beverages worldwide. Observational studies have shown contradictory findings for the association between consumption of these beverages and different health outcomes. Epigenetics is suggested as a mechanism mediating the effects of dietary and lifestyle factors on disease onset. We conducted epigenome-wide association studies (EWAS) on coffee and tea consumptions in 15,789 participants of European and African-American ancestries from 15 cohorts. EWAS meta-analysis revealed 11 CpG sites significantly associated with coffee consumption (P-value <1.1x10-7), nine of them annotated to the genes AHRR, F2RL3, FLJ43663, HDAC4, GFI1 and PHGDH, and two CpGs suggestively associated with tea consumption (P-value<5.0x10-6). Among these, cg14476101 was significantly associated with expression of its annotated gene PHGDH and risk of fatty liver disease. Knockdown of PHGDH expression in liver cells showed a correlation with expression levels of lipid-associated genes, suggesting a role of PHGDH in hepatic-lipid metabolism. Collectively, this study indicates that coffee consumption is associated with differential DNA methylation levels at multiple CpGs, and that coffee-associated epigenetic variations may explain the mechanism of action of coffee consumption in conferring disease risk.

genomics↗

bioRxiv2020

Integrated analysis of a compendium of RNA-Seq datasets for splicing factors

A vast amount of public RNA-sequencing datasets have been generated and used widely to study transcriptome mechanisms. These data offer precious opportunity for advancing biological research in transcriptome studies such as alternative splicing. We report the first large-scale integrated analysis of RNA-Seq data of splicing factors for systematically identifying key factors in diseases and biological processes. We analyzed 1,321 RNA-Seq libraries of various mouse tissues and cell lines, comprising more than 6.6 TB sequences from 75 independent studies that experimentally manipulated 56 splicing factors. Using these data, RNA splicing signatures and gene expression signatures were computed, and signature comparison analysis identified a list of key splicing factors in Rett syndrome and cold-induced thermogenesis. We show that cold-induced RNA-binding proteins rescue the neurite outgrowth defects in Rett syndrome using neuronal morphology analysis, and we also reveal that SRSF1 and PTBP1 are required for energy expenditure in adipocytes using metabolic flux analysis. Our study provides an integrated analysis for identifying key factors in diseases and biological processes and highlights the importance of public data resources for identifying hypotheses for experimental testing.

bioinformatics↗

bioRxiv2020

Extravagant leaf display in Actinidia kolomikta attracting pollinators and maintaining photosynthetic capacity

Pollinators usually are attracted by flower displays, but whether non-green leaves display can function as a flower guide is less well studied. Furthermore, it is still largely unknown whether photosynthetic cost is paid-off by benefits afforded by attraction pollinators and how non-green leaves maintain photosynthetic capacity. Thus, white leaf and inflorescence/flower traits, pollinator visitation, fruit set and seed production, spectral properties, leaf structure, net photosynthetic rate and chlorophyll fluorescence of adaxial and abaxial surface were studied in Actinidia kolomikta (Rupr. & Maxim.) Maxim. The reproductive branches of A. kolomikta have a large number of white leaves at the exterior canopy, but white inflorescences grow at the canopys interior, and we found that showy display of white leaves attracted pollinators reach the flowers. Although incident light was reflected largely, we found that photosynthetic rate of white leaves was maintained at relatively high levels. Furtherly, spongy tissue play the vital role in maintenance photosynthetic capacity of white leaves, which effectively supports inflorescence development during flowering. Thus, white leaves of A. kolomikta enhanced reproductive fitness through attracting pollinators and decreasing reproductive cost: (1) spatially via white leaves locating at reproductive branches and temporally via synchronism between white leaves and flowers; (2) increasing white leaves display and decreasing investment in reproduction; (3) compensatory mechanisms via maintaining photosynthetic capacity of white leaves. Therefore, we propose that these dual functions of white leaves during blossom lower the plants cost of reproduction, and that this is an adaptation to the climatic challenges of the high altitudes and latitudes at which it grows.

plant biology↗

bioRxiv2020

A behavioral polymorphism caused by a single gene inside a supergene

Behavioral evolution relies on genetic changes, yet few social behaviors can be traced to specific genetic sequences in vertebrates. Here, we show experimental evidence that differentiation of a single gene has contributed to divergent behavioral phenotypes in the white-throated sparrow, a common North American songbird. In this species, one of two alleles of ESR1, encoding estrogen receptor (ER), has been captured inside a differentiating supergene that segregates with an aggressive phenotype, such that ESR1 expression predicts aggression. Here, we show that the aggressive phenotype associated with the supergene is prevented by ESR1 knockdown in a single brain region. Next, we show that in a free-living population, aggression is predicted by allelic imbalance favoring the supergene allele. Cis-regulatory variation between the two alleles affects transcription factor binding sites, DNA methylation, and rates of transcription. This work provides a rare illustration of how genotypic divergence has led to behavioral phenotypic divergence in a vertebrate.

neuroscience↗

bioRxiv2020

Myosin X interaction with KIF13B, a crucial pathway for Netrin-1-induced axonal development

Myosin X (Myo X) transports cargos to the tip of filopodia for cell adhesion, migration, and neuronal axon guidance. Deleted in Colorectal Cancer (DCC) is one of Myo X cargos essential for Netrin-1-regulated axon pathfinding. Myo Xs function in axon development in vivo and the underlying mechanisms remain poorly understood. Here, we provide evidence for Myo Xs function in Netrin-1-DCC regulated axon development in mouse neocortex. Knocking-out (KO) or knocking-down (KD) Myo X in embryonic cortical neurons impairs axon initiation and contralateral branching/targeting. Similar axon deficits are detected in Netrin-1-KO or DCC-KD cortical neurons. Myo X interacts with KIF13B (a kinesin family motor protein), which is induced by Netrin-1. Netrin-1 promotes anterograde transportation of Myo X into axons in KIF13B dependent manner. KIF13B-KD cortical neurons exhibit similar axon deficits. These results suggest Myo X-KIF13B as a critical pathway for Netrin-1 promoted axon initiation and branching/targeting.

developmental biology↗

bioRxiv2019

Microglial homeostasis requires balanced CSF-1/CSF-2 receptor signaling

CSF-1R haploinsufficiency causes adult-onset leukoencephalopathy with axonal spheroids and pigmented glia (ALSP). Previous studies in the Csf1r+/- mouse model of ALSP hypothesized a central role of elevated cerebral Csf2 expression. Here we show that monoallelic deletion of Csf2 rescues most behavioral deficits and histopathological changes in Csf1r+/- mice by preventing microgliosis and eliminating most microglial transcriptomic alterations, including those indicative of oxidative stress and demyelination. We also show elevation of Csf2 transcripts and of several CSF-2 downstream targets in the brains of ALSP patients, demonstrating that the mechanisms identified in the mouse model are functional in man. Our data provide new insights into the mechanisms underlying ALSP. Since both increased CSF2 levels and decreased microglial Csf1r expression have also been reported in Alzheimers disease and multiple sclerosis, we suggest that the unbalanced CSF-1R/CSF-2 signaling we describe in the present study may contribute to the pathogenesis of other neurodegenerative conditions. HighlightsO_LIALSP is a CSF1R-deficiency dementia associated with increased CSF2 expression C_LIO_LIIn Csf1r+/- ALSP mice CSF-2 promotes microgliosis by direct signaling in microglia C_LIO_LITargeting Csf2 improves cognition, myelination and normalizes microglial function C_LIO_LICSF-2 is a therapeutic target in ALSP C_LI

neuroscience↗